Guest Editor's Introduction: Python: Batteries Included
Computing in Science and Engineering
LIBLINEAR: A Library for Large Linear Classification
The Journal of Machine Learning Research
A Randomized Algorithm for Principal Component Analysis
SIAM Journal on Matrix Analysis and Applications
The Journal of Machine Learning Research
The SHOGUN Machine Learning Toolbox
The Journal of Machine Learning Research
The NumPy Array: A Structure for Efficient Numerical Computation
Computing in Science and Engineering
LIBSVM: A library for support vector machines
ACM Transactions on Intelligent Systems and Technology (TIST)
A supervised clustering approach for fMRI-based inference of brain states
Pattern Recognition
Review quality aware collaborative filtering
Proceedings of the sixth ACM conference on Recommender systems
Learning how to conjugate the Romanian verb: rules for regular and partially irregular verbs
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Penn: using word similarities to better estimate sentence similarity
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Coupling knowledge-based and data-driven systems for named entity recognition
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
Non-linear models for confidence estimation
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Bob: a free signal processing and machine learning toolbox for researchers
Proceedings of the 20th ACM international conference on Multimedia
Algoritmos de clusterização e python científico apoiando modelagem de usuário
Companion Proceedings of the 11th Brazilian Symposium on Human Factors in Computing Systems
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Clustering based on density estimation with sparse grids
KI'12 Proceedings of the 35th Annual German conference on Advances in Artificial Intelligence
Effects of architecture choices on sparse coding in speech recognition
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I
Using speech data to recognize emotion in human gait
HBU'12 Proceedings of the Third international conference on Human Behavior Understanding
A practical use of regularization for supervised learning with kernel methods
Pattern Recognition Letters
Graph-based joint clustering of fixations and visual entities
ACM Transactions on Applied Perception (TAP)
Differential evolution strategies with random forest regression in the bat algorithm
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Sentiment profiles of multiword expressions in test-taker essays: The case of noun-noun compounds
ACM Transactions on Speech and Language Processing (TSLP) - Special issue on multiword expressions: From theory to practice and use, part 2
Search engine switching detection based on user personal preferences and behavior patterns
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
An ensemble of SVM classifiers based on gene pairs
Computers in Biology and Medicine
Link prediction with social vector clocks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Real-time emotion classification of Tweets
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Prior knowledge of human activities from social data
Proceedings of the 2013 International Symposium on Wearable Computers
Themis-1: an agent-based model of a modern monetary reserve system
Proceedings of the Agent-Directed Simulation Symposium
MLPACK: a scalable C++ machine learning library
The Journal of Machine Learning Research
Characterization and modeling of PIDX parallel I/O for performance optimization
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Predicting application performance using supervised learning on communication features
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Graph grammars for evolutionary 3D design
Genetic Programming and Evolvable Machines
Launch hard or go home!: predicting the success of kickstarter campaigns
Proceedings of the first ACM conference on Online social networks
Proceedings of the 2013 KDD Cup 2013 Workshop
Feature engineering and tree modeling for author-paper identification challenge
Proceedings of the 2013 KDD Cup 2013 Workshop
On the hardness of evading combinations of linear classifiers
Proceedings of the 2013 ACM workshop on Artificial intelligence and security
An ensemble of classifiers guided by the AAL brain atlas for alzheimer's disease detection
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Local topological signatures for network-based prediction of biological function
PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
Inferring the origin locations of tweets with quantitative confidence
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
A multi modal approach to gesture recognition from audio and video data
Proceedings of the 15th ACM on International conference on multimodal interaction
Multi-modal gesture recognition challenge 2013: dataset and results
Proceedings of the 15th ACM on International conference on multimodal interaction
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Human activity recognition using social media data
Proceedings of the 12th International Conference on Mobile and Ubiquitous Multimedia
Quality estimation for machine translation: some lessons learned
Machine Translation
The Remote Sensing and GIS Software Library (RSGISLib)
Computers & Geosciences
Orange: data mining toolbox in python
The Journal of Machine Learning Research
Tapkee: an efficient dimension reduction library
The Journal of Machine Learning Research
Comment-based multi-view clustering of web 2.0 items
Proceedings of the 23rd international conference on World wide web
Effective named entity recognition for idiosyncratic web collections
Proceedings of the 23rd international conference on World wide web
A comparison between k-Optimum Path Forest and k-Nearest Neighbors supervised classifiers
Pattern Recognition Letters
Simulation of Spatial P system models
Theoretical Computer Science
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Scikit-learn is a Python module integrating a wide range of state-of-the-art machine learning algorithms for medium-scale supervised and unsupervised problems. This package focuses on bringing machine learning to non-specialists using a general-purpose high-level language. Emphasis is put on ease of use, performance, documentation, and API consistency. It has minimal dependencies and is distributed under the simplified BSD license, encouraging its use in both academic and commercial settings. Source code, binaries, and documentation can be downloaded from http://scikit-learn.sourceforge.net.